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Uncovering socio-temporal dynamics in online discussions: An event-based approach 揭示在线讨论中的社会时间动态:基于事件的方法
Pub Date : 2023-11-26 DOI: 10.14742/ajet.8618
Bodong Chen, Oleksandra Poquet
Online discussions are widely adopted in higher education to promote student interaction. However, prior research on online discussions falls short to estimate the effect of multiple factors collectively shape student interaction in online discussion activities. In this study, we applied a dynamic network analysis approach named relational event modelling to a data set from an online course where students participated in weekly discussion activities. In the relational event models, we incorporated multiple factors including participant characteristics, network formation mechanisms and immediate participation shifts. Results indicated that the instructor was more likely to initiate interactions but less likely to receive responses. Popularity, activity and familiarity established in prior relational events positively affected future events. Immediate participation shifts such as local popularity, immediate reciprocation and activity bursts also played a positive role. The study highlights the importance of considering multiple factors when examining online discussions, demonstrates the utility of relational event modelling for analysing online interaction and contributes empirical insights into student interaction in online discussions. Implications for practice or policy: Supporting online discussions in college classrooms requires instructors to consider multiple actors including pedagogical designs, technological affordances, learner characteristics and social dynamics. Educators could go beyond simply counting student posts to paying attention to how students interact at a micro level. Educators and instructional designers could pay attention to socio-temporal dynamics in online discussions and evaluate whether emerging dynamics in a particular course are desirable and conducive to student learning.
在线讨论在高等教育中被广泛采用,以促进学生之间的互动。然而,以往关于在线讨论的研究并没有估算出多种因素共同影响学生在在线讨论活动中互动的效果。在本研究中,我们将一种名为 "关系事件建模 "的动态网络分析方法应用于学生参与每周讨论活动的在线课程数据集。在关系事件模型中,我们纳入了多种因素,包括参与者特征、网络形成机制和即时参与转变。结果表明,讲师更有可能发起互动,但收到回应的可能性较低。在之前的关系事件中建立起来的受欢迎程度、活跃程度和熟悉程度对未来的事件有积极影响。本地受欢迎程度、即时互惠和活动爆发等即时参与转变也起到了积极作用。这项研究强调了在研究在线讨论时考虑多种因素的重要性,证明了关系事件模型在分析在线互动方面的实用性,并为在线讨论中的学生互动提供了经验性见解。对实践或政策的影响: 支持大学课堂中的在线讨论需要教师考虑多方因素,包括教学设计、技术能力、学习者特征和社会动态。教育工作者不能只是简单地计算学生的发帖量,还要关注学生如何在微观层面上进行互动。教育者和教学设计者可以关注在线讨论中的社会时态动态,并评估特定课程中出现的动态是否可取,是否有利于学生的学习。
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引用次数: 0
Contextualising thesis process digitalisation at a university in Ghana 加纳一所大学的论文过程数字化背景分析
Pub Date : 2023-11-23 DOI: 10.14742/ajet.8801
Lais Oliveira Leite, Altti Lagstedt, Emmaunel Awuni Kolog, Kaisa Tsupari
This study utilised thesis process as a case to investigate how its digitalisation can improve operational and pedagogical processes. A thesis management system (Wihi), developed during thesis process digitalisation in a Finnish university, was piloted at the University of Ghana. The purpose was to see if the system supported the thesis process at the University of Ghana and if good practices were transferable. A  total of 44 system users from the University of Ghana participated in the pilot to develop a more fluent and effortless thesis process for students, supervisors and coordinators. Eight of them were selected as informants for the study through interviews and a focus group. The data were coded and analysed using theory-based content analysis. The study’s findings reveal that the manual thesis process in use was laborious and dispersive, resulting in supervisors and coordinators frequently losing track of students’ work progress. The digitalisation improved the administrative and educational experiences of all the parties concerned, helping students and supervisors to maintain a transparent thesis process-based discussion and to better plan writing schedules. Additionally, coordinators were able to use data from thesis processes to support their decision-making.  The results demonstrate that the good practices of thesis process digitalisation can be transferred across these two universities. Implications for practice or policy Universities should prioritise user-friendly digital tools that improve thesis work processes and provide valuable data for educational and administrative decision-making. When assessing technology acceptance in cross-cultural work settings, decision-makers can focus more on common core processes than cultural factors thanks to the increasing effects of globalisation and digitalisation. University leaders should offer appropriate training for education staff to promote smoother technology adoption, which can effectively reduce resistance to change.
本研究以毕业论文流程为案例,探讨其数字化如何改善操作和教学流程。在芬兰一所大学的论文流程数字化过程中开发的论文管理系统(Wihi)在加纳大学进行了试点。目的是了解该系统是否支持加纳大学的论文流程,以及良好做法是否可以推广。加纳大学共有 44 名系统用户参与了试点工作,目的是为学生、导师和协调员开发更流畅、更轻松的论文流程。通过访谈和焦点小组,从中挑选了 8 人作为研究的信息提供者。采用基于理论的内容分析法对数据进行了编码和分析。研究结果表明,现行的手工毕业论文流程既费力又分散,导致导师和协调员经常跟不上学生的工作进度。数字化改进了所有相关方的管理和教育体验,帮助学生和导师保持基于论文流程的透明讨论,更好地规划写作时间表。此外,协调员还能利用毕业论文过程中的数据为其决策提供支持。 结果表明,毕业论文过程数字化的良好做法可以在这两所大学中推广。对实践或政策的启示 各大学应优先考虑用户友好型数字化工具,以改进论文工作流程,并为教育和行政决策提供有价值的数据。在评估跨文化工作环境对技术的接受程度时,决策者可以更多地关注共同的核心流程,而不是文化因素,这要归功于全球化和数字化带来的越来越大的影响。大学领导应为教育工作者提供适当的培训,以促进技术的顺利采用,从而有效减少变革阻力。
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引用次数: 0
ChatGPT and its impact on research supervision: Insights from Australian postgraduate research students ChatGPT 及其对研究督导的影响:澳大利亚研究生的见解
Pub Date : 2023-11-23 DOI: 10.14742/ajet.8843
Yun Dai, Sichen Lai, Cher Ping Lim, Angpeng Liu
As artificial intelligence (AI) continues to evolve, its impact on academic environments, especially in postgraduate research supervision, becomes increasingly significant. This study explored the impact of ChatGPT, an advanced AI conversational model, on five dimensions of research supervision: functional, enculturation, critical thinking, emancipation and relationship development. Using a qualitative approach, we examined the practices and perspectives of 20 postgraduate research students with at least 4 months’ experience of using ChatGPT in research activities in Australia. The study revealed several areas of impact, including accelerated research progress, enhanced research quality, improved scholarly development and professional skills, enhanced critical thinking, increased student confidence and autonomy, and a deeper supervisory relationship. The findings suggest a shift in the roles and responsibilities of supervisors and students: the former provides strategic direction and high-level guidance, while the latter transits from apprentices to autonomous researchers due to the independence fostered by ChatGPT. This shift suggests an evolving model of postgraduate research supervision, with educational technology acting as epistemic tools to enhance the supervisory process. The study also considers the ethical implications of AI-enabled support. Implications for practice or policy: Postgraduate students can be facilitated by ChatGPT in self-directed research for enhanced independence and autonomy. Supervisors can deploy supervisory meetings for high-level guidance and personalized feedback in an AI-enhanced supervision model. Postgraduate programmes can leverage generative AI tools for an AI-enhanced research supervision model. Universities need to develop AI literacy curricula and protocols to guide students towards responsible use of generative AI tools while addressing potential challenges.
随着人工智能(AI)的不断发展,它对学术环境,尤其是对研究生研究指导的影响变得越来越大。本研究探讨了 ChatGPT(一种先进的人工智能对话模型)对研究督导五个方面的影响:功能、熏陶、批判性思维、解放和关系发展。我们采用定性方法,考察了在澳大利亚研究活动中使用 ChatGPT 至少有 4 个月经验的 20 名研究生的实践和观点。研究揭示了几个方面的影响,包括加快研究进度、提高研究质量、改善学术发展和专业技能、增强批判性思维、增强学生的自信心和自主性以及加深督导关系。研究结果表明,导师和学生的角色和责任发生了转变:前者提供战略方向和高层次指导,而后者则因 ChatGPT 培养的独立性而从学徒过渡到自主研究人员。这种转变表明,研究生研究督导模式在不断演变,教育技术将成为加强督导过程的认识论工具。本研究还考虑了人工智能支持的伦理意义。对实践或政策的影响: 研究生可以通过 ChatGPT 进行自主研究,以提高独立性和自主性。导师可以在人工智能增强型监督模式中部署监督会议,以提供高层次指导和个性化反馈。研究生课程可利用生成式人工智能工具,实现人工智能增强型研究督导模式。大学需要开发人工智能扫盲课程和协议,引导学生负责任地使用生成式人工智能工具,同时应对潜在的挑战。
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引用次数: 0
Using leadership to leverage ChatGPT and artificial intelligence for undergraduate and postgraduate research supervision 发挥领导力,利用 ChatGPT 和人工智能进行本科生和研究生研究指导
Pub Date : 2023-11-23 DOI: 10.14742/ajet.8598
Michael Cowling, Joseph Crawford, Kelly-Ann Allen, Michael Wehmeyer
ChatGPT and other artificial intelligence (AI) and large language models (LLMs) have hit higher education by storm. Much of the research focuses on how this – and similar – tools can be leveraged for effective education of undergraduate coursework students. In this study, we explore the emerging benefits and limitations of ChatGPT and LLMs in the context of undergraduate and postgraduate research supervision. What we found was that psychological need fulfilment, research student autonomy and relatedness were key outcomes that could be cultivated at the student level. At a unit or subject level, the opportunity for formative feedback was seen as a strength. We also discuss some key limitations to the tool, including how limited its ability to deconstruct social injustice and generate content appropriate to context. We used an example of leadership research to highlight that it may preference good outcomes and likewise present information related to current and normative practices rather than desired future practices. We conclude by considering the broad implications of this work on research supervision relationships. Implications for practice or policy: ChatGPT has the ability to enhance research higher degree research practices. AI and LLMs may support student psychological need fulfilment, autonomy, competence and relatedness. ChatGPT could provide preliminary formative feedback support for research and doctoral students prior to submitting drafts to supervisory teams. Policy safeguards are needed to ensure research responses to lack of context, data bias, equity concerns and lack of an ethical framework.
ChatGPT 及其他人工智能(AI)和大型语言模型(LLM)在高等教育领域掀起了一场风暴。大部分研究都集中在如何利用这种工具和类似工具对本科生进行有效教育上。在本研究中,我们探讨了 ChatGPT 和 LLMs 在本科生和研究生研究督导中新出现的优势和局限性。我们发现,心理需求的满足、研究型学生的自主性和相关性是可以在学生层面培养的关键成果。在单位或学科层面,形成性反馈的机会被视为一种优势。我们还讨论了该工具的一些主要局限性,包括它在解构社会不公正现象和生成适合具体情况的内容方面能力有限。我们以领导力研究为例,强调该工具可能会偏好好的结果,同样也会提供与当前和规范性实践相关的信息,而不是所期望的未来实践。最后,我们探讨了这项工作对研究监督关系的广泛影响。对实践或政策的影响: ChatGPT 有能力加强高等学位研究实践。人工智能和 LLM 可以支持学生心理需求的满足、自主性、能力和相关性。在向导师团队提交草稿之前,ChatGPT 可以为研究生和博士生提供初步的形成性反馈支持。需要制定政策保障措施,确保研究能够应对缺乏背景、数据偏差、公平问题和缺乏伦理框架等问题。
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引用次数: 0
Evaluating and expanding usability and user satisfaction of an online research portal 评估和扩展在线研究门户网站的可用性和用户满意度
Pub Date : 2023-11-23 DOI: 10.14742/ajet.8594
Christopher J. Holt, Zahra Aziz, Stephen Mckenzie, F. Garivaldis, Alice Gornall, Jennifer Chung, Matthew Mundy
Whilst online learning has gained rapid momentum, the development of online technology and practices that support the delivery of online courses with a large research component has been slow. In 2017, the School of Psychological Sciences at Monash University, Australia, developed a potentially scalable and transferable online research portal. This is an all-in-one platform that is designed to facilitate and support online research and research supervision, for supervisors and students. The research portal has evolved to currently provide research and research supervision support to over 700 online psychology students at the university. This paper describes the development, implementation and impact of the research portal and presents data from a preliminary evaluation of its usability and user satisfaction. Both research students and supervisors from the fully online fourth-year Graduate Diploma of Psychology Advanced program at Monash University participated in a series of focus groups, individual usability testing sessions, and surveys, and reported favourably on the research portal’s research supervisor and supervisee user satisfaction and usability. Qualitative and quantitative feedback provided useful information supporting research portal improvement and expansion possibilities, allowing an increasingly valuable contribution to online research supervision, research and research teaching. Implications for practice or policy All research students will be able to complete their research-related professional training online. Research supervisors and students will be able to access a standardised best practice online research supervision and research tool across courses and topics. Course leaders will be able to expand online education with an online research supervision and research tool that supports all research programs. Universities will be able to provide a research learning pathway for all students.
虽然在线学习的发展势头迅猛,但支持开设包含大量研究内容的在线课程的在线技术和实践的发展却十分缓慢。2017 年,澳大利亚莫纳什大学心理科学学院开发了一个具有潜在可扩展性和可转让性的在线研究门户网站。这是一个一体化平台,旨在为导师和学生的在线研究和研究督导提供便利和支持。研究门户网站经过不断发展,目前已为该校 700 多名在线心理学学生提供研究和研究督导支持。本文介绍了研究门户网站的开发、实施和影响,并提供了对其可用性和用户满意度的初步评估数据。莫纳什大学四年级心理学研究生高级文凭课程的研究生和导师参加了一系列焦点小组、个人可用性测试和调查,并对研究门户网站的研究导师和被指导者的用户满意度和可用性给予了好评。定性和定量反馈为研究门户网站的改进和扩展提供了有用信息,为在线研究督导、研究和研究教学做出了越来越有价值的贡献。对实践或政策的影响 所有研究生都能在线完成与研究相关的专业培训。研究督导和学生将能够访问跨课程和跨主题的标准化最佳实践在线研究督导和研究工具。课程负责人将能够利用支持所有研究项目的在线研究督导和研究工具来扩展在线教育。大学将能够为所有学生提供研究学习途径。
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引用次数: 0
Technology-enabled undergraduate and postgraduate research supervision 技术辅助的本科生和研究生研究指导
Pub Date : 2023-11-23 DOI: 10.14742/ajet.9149
K. Sim, Maria Northcote, Cher Ping Lim
In this special issue of the Australasian Journal of Educational Technology, we have focused on how technology is utilised in undergraduate and postgraduate supervision practices to enhance the learning of research students. The views of supervisors and research students are taken into account, especially in terms of the ways in which technological tools are used to engage supervisors and students to work with each other, often when they are located in different parts of the world. In this editorial, we consider various examples of technology in association with strategies and processes of supervision that are supervisor-driven or student-driven. Not only have the authors of the articles in this special issue considered in-house established technologies such as learning management systems and online thesis management systems, they have also explored artificial intelligence and tailor-made online professional development programmes to manage and facilitate research supervision.
在本期《澳大拉西亚教育技术期刊》特刊中,我们重点探讨了如何在本科生和研究生指导实践中利用技术来提高研究生的学习水平。我们考虑了指导教师和研究生的意见,特别是在指导教师和学生往往身处世界不同地区的情况下,如何利用技术工具让他们相互合作。在这篇社论中,我们考虑了技术与督导策略和过程相关联的各种实例,这些策略和过程既有督导主导的,也有学生主导的。本特刊中的文章作者不仅考虑了学习管理系统和在线论文管理系统等内部成熟技术,还探讨了人工智能和量身定制的在线职业发展计划,以管理和促进研究督导工作。
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引用次数: 0
Person, context and judgement: Exploring the potential of a theoretical model describing the role of information and communication technology in the doctoral research process 人、环境和判断:探索描述信息和通信技术在博士研究过程中的作用的理论模型的潜力
Pub Date : 2023-11-23 DOI: 10.14742/ajet.8838
Sarah J. Stein, K. Sim, Michael Rose
This paper presents an early exploration of the utility of a theoretical model of internal and external factors that influence and determine relationships between doctoral researchers and information and communication technologies (ICTs). We discuss feedback gathered from three iterations of a voluntary, online, open programme called 23 Things International to illustrate how the components of the model emerge through participants’ reported experiences of the programme; a key is understanding how context-dependent uptake of specific ICTs can be closely connected to whether participants can relate materials directly to their own situation. Although further investigation of the model is warranted, there are indications that it will be useful for guiding not only improvements to future iterations of 23 Things International, but also for designing, developing and implementing learning environments that meet the needs of participants from a variety of (doctoral research) settings. It will also help those responsible for providing such support to understand the varied responses doctoral researchers may have to professional development programmes and support. Implications for practice or policy The model provides insights into factors that influence and determine learner response to incorporating ICTs within doctoral research processes. Examples and discussion of learner responses to doctoral research ICT-focused professional development programmes are useful to course designers. Course design should enable learners to translate ideas into meaningful thinking and practice within their own research contexts. Improvement to the model's applicability requires systematic analysis of its components using a relevant test base (i.e., 23 Things International).
本文对影响和决定博士研究人员与信息和通信技术(ICTs)之间关系的内部和外部因素的理论模型的实用性进行了初步探讨。我们讨论了从一个名为 "23 Things International "的自愿性在线开放项目的三次迭代中收集到的反馈意见,以说明该模型的各个组成部分是如何通过参与者报告的项目体验而显现出来的;其中的关键是理解特定信息与传播技术的使用情况如何与参与者是否能将材料与自身情况直接联系起来密切相关。尽管还需要对该模型进行进一步的研究,但有迹象表明,该模型不仅有助于指导 "23 件国际事物 "今后的迭代改进,还有助于设计、开发和实施学习环境,以满足来自各种(博士研究)环境的参与者的需求。它还有助于负责提供此类支持的人员了解博士研究人员对专业发展计划和支持的不同反应。对实践或政策的启示 该模型深入揭示了影响和决定学习者对将信息与传播技术纳入博士研究过程的反应的各种因素。关于学习者对博士研究中以信息和传播技术为重点的专业发展计划的反应的例子和讨论对课程设计者很有帮助。课程设计应使学习者能够在自己的研究环境中将想法转化为有意义的思考和实践。要提高该模型的适用性,就必须利用相关的测试库(即 23 Things International)对其组成部分进行系统分析。
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引用次数: 0
PhD by LMS: Using a learning management system to facilitate self-directed learning in a doctoral study 通过学习管理系统攻读博士学位:使用学习管理系统促进博士学习中的自主学习
Pub Date : 2023-11-23 DOI: 10.14742/ajet.8615
Melissa Fanshawe, G. Barton
Doctoral studies can be daunting unless candidates are able to implement effective self-directed strategies and motivational tools to ensure success, which is reflected in the high attrition rates of doctoral candidates globally. This paper explores the use of a learning management system (LMS) to support the completion of a PhD for a doctoral candidate in a regional university enrolled in the online offering. The LMS was used throughout the PhD journey by the candidate to manage and organise documents related to the PhD study and reflect on progress. Using a digital ethnographic methodology, we analyse artefacts from the LMS through the lens of self-directed learning including cognitive, metacognitive, affective and social strategies. Findings showed that the LMS proved to be a useful way to organise, access and store information and had tools to enable motivation, both by the doctoral candidate and the supervisor. They also showed that the relationship between the candidate and supervisor was critical in this success. Implications from this digital ethnography highlight important self-directed strategies enabled through the use of the LMS. In addition, the LMS allowed deep reflection on PhD progress and provided the necessary motivation to complete the study. Therefore, LMS use could potentially increase doctoral candidate retention. Implications for practice or policy Supervisors within universities could consider facilitating an LMS as an effective learning environment to organise, access and store information for a doctoral student’s studies. Doctoral students may benefit from the pedagogical tools in an LMS to enhance self-directed study and facilitate communication with supervisors during their doctoral studies.
除非考生能够实施有效的自主学习策略和激励工具以确保成功,否则博士学习可能会令人生畏,全球博士生的高流失率就反映了这一点。本文探讨了如何使用学习管理系统(LMS)来帮助一所地区性大学的在线博士生完成博士学业。该博士生在整个博士学习过程中都使用学习管理系统来管理和组织与博士学习相关的文件,并对学习进度进行反思。我们采用数字人种学方法,从认知、元认知、情感和社会策略等自主学习的角度分析了 LMS 中的人工制品。研究结果表明,LMS 是一种组织、访问和存储信息的有用方式,它还具有激发博士生和导师学习动机的工具。研究结果还表明,博士生和导师之间的关系对这一成功至关重要。这项数字人种学研究的启示强调了通过使用 LMS 实现自主学习的重要策略。此外,学习管理系统允许对博士生的学习进度进行深入反思,并为完成学习提供了必要的动力。因此,使用 LMS 有可能提高博士生的留用率。对实践或政策的启示 大学的导师可以考虑将 LMS 作为一种有效的学习环境,为博士生的学习提供组织、访问和存储信息的便利。博士生可以从学习管理系统的教学工具中获益,从而提高自主学习能力,并促进在博士学习期间与导师的交流。
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引用次数: 0
Technology-enabled higher education academic writing feedback: Practices, needs and preferences 高等教育学术写作反馈技术:实践、需求和偏好
Pub Date : 2023-11-23 DOI: 10.14742/ajet.8557
A. Ducasse, Carmen López Ferrero, María Teresa, Mateo Girona
Student and teacher perceptions of feedback practices, preferences and awareness of feedback needs may differ and detract from learning. This article explores alignment or misalignment in higher education to argue alignment suggests needs are being met on these issues via technology-enabled feedback on writing. Within the context of academic training, we take a broad view of writing supervision along a continuum that comprises digital feedback on writing assessments at an Australian university. We used a survey comparison of teachers’ and students’ self-reported data to answer the following questions: (1) What digital feedback and assessment practices are reported by teachers and students in Australian higher education? (2) What e-feedback needs are self-declared through teachers’ and students’ self-awareness of assessment practices in that context? (3) What e-feedback preferences are reported by teachers and students? Students and teachers from different academic programmes and levels from social science self-reported their experiences of digital feedback on writing assessments. The quantitative and open-ended responses covered technology-enabled feedback experiences up to PhD supervision. The results on alignment and misalignment of participants’ needs and preferences suggest a need to increase dialogue and incorporate student agency into feedback processes. We discuss further implications for feedback experiences in this context. Implications for practice or policy Programme assessment designers might reconsider policies requiring online collaborative work since teachers and students prefer individual assignments. Assessors might improve digital assessment tools, to increase teacher and student interaction and expediency, without losing individual feedback, in line with unanimous claims that such tools support feedback processes on writing. Course leaders could implement practices buffering the effect of negative feedback because teachers perceive few complaints, but students react badly to negative comments through digital channels.
学生和教师对反馈实践、反馈偏好和反馈需求意识的看法可能不同,从而影响学习效果。本文探讨了高等教育中的对齐或错位问题,认为对齐表明在这些问题上的需求通过技术驱动的写作反馈得到了满足。在学术培训的背景下,我们对澳大利亚一所大学的写作指导进行了广泛的观察,其中包括对写作评估的数字反馈。我们通过对教师和学生自我报告数据的调查比较,回答了以下问题:(1) 在澳大利亚高等教育中,教师和学生报告了哪些数字反馈和评估实践?(2) 通过教师和学生对评估实践的自我认知,他们自我声明了哪些电子反馈需求?(3) 教师和学生对电子反馈有哪些偏好?来自社会科学不同学科和年级的学生和教师自我报告了他们在写作评估中使用数字反馈的经验。定量和开放式回答涵盖了从技术反馈到博士指导的经历。关于参与者需求和偏好的一致性和不一致性的结果表明,有必要增加对话,并将学生机构纳入反馈过程。在此背景下,我们将进一步讨论反馈体验的意义。对实践或政策的影响 方案评估设计者可能会重新考虑要求在线协作作业的政策,因为教师和学生更喜欢个人作业。评估人员可以改进数字评估工具,以增加教师和学生之间的互动和便捷性,同时又不失去个别反馈,这与此类工具支持写作反馈过程的一致说法是一致的。课程负责人可以采取一些措施来缓冲负面反馈的影响,因为教师认为学生的抱怨很少,但学生通过数字渠道对负面评论的反应却很糟糕。
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引用次数: 0
期刊
Australasian Journal of Educational Technology
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